Learning Deep Learning: Theory and Practice of Neural Networks, Computer Vision, Natural Language Processing, and Transformers Using Tensorflo (Ekman Magnus)(Paperback)

Deep learning is at the heart of many of today's most exciting advances in machine learning and artificial intelligence. Pioneering applications at companies like Tesla, Google, and Facebook are now being followed by massive investments in fields ranging from finance to healthcare. Now, there's a complete guide to deep learning with TensorFlow, the #1 Python library for building these breakthrough applications. Magnus Ekman illuminates both the underlying concepts and the hands-on programming techniques you'll need, even if you have no machine learning experience. Ekman begins by introducing the perceptron and other artificial neurons, the fundamental building blocks of the deep neural networks that have enabled the deep learning revolution. He introduces fully connected feedforward networks and convolutional networks, showing how to apply them to solve practical problems, such as
více informací